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PitchLense

Analyzes startup risk across 9 categories (market, product, team, financial, customer, operational, ...

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Updated Dec 20, 2025
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AI and Machine Learning Analytics and Data
Analyzes startup risk across 9 categories (market, product, team, financial, customer, operational, competitive, legal, exit) by processing unstructured data like pitch decks and financial reports to return structured JSON assessments with numerical scores, risk levels, and actionable recommendations.

  1. Click the "Install Now" button in the FastMCP UI to open the FastMCP connection / environment variables form (this is where you will enter the keys below).

  2. In the FastMCP connection interface add the following environment variable names (left / Key column) and paste their corresponding values (right / Value column). After pasting each value, save that entry in the FastMCP form.

  3. GEMINI_API_KEY — how to obtain

    1. Open Google AI Studio / MakerSuite (Sign in with the Google account you’ll use for the Gemini API).
    2. In AI Studio go to API Keys (or the “Get an API key” flow) and create a new API key for the project you want to use. Copy the generated key (this is your Gemini API key). (ai.google.dev)
    3. In the FastMCP connection form add a variable named GEMINI_API_KEY and paste the copied key as its value, then save the entry.
    4. (Optional local/dev) If you use a local .env, copy .env.template → .env and add GEMINI_API_KEY=your_key to that file.

  4. SERPAPI_API_KEY — how to obtain

    1. Create or sign into your SerpApi account at serpapi.com.
    2. From your SerpApi dashboard / account area locate the “API key” or “Your Account → API key” section and copy the private API key shown there. (serpapi.com)
    3. In the FastMCP connection form add a variable named SERPAPI_API_KEY and paste the copied key as its value, then save the entry.

  5. PERPLEXITY_API_KEY — how to obtain

    1. Sign in to your Perplexity account and open Settings → API (or the API Portal / API Keys tab).
    2. Click “Generate API Key” (or “Create Key”), copy the generated key immediately (it’s shown only once). (docs.perplexity.ai)
    3. In the FastMCP connection form add a variable named PERPLEXITY_API_KEY and paste the copied key as its value, then save the entry.

  6. Save / Install

    1. After you have added and saved GEMINI_API_KEY, SERPAPI_API_KEY, and PERPLEXITY_API_KEY in the FastMCP connection interface, finish the flow by clicking the FastMCP form’s Save / Install (or equivalent) button to apply the environment variables.

  7. Verify

    1. (Quick functional check) Use the package’s sample/test commands to confirm keys are picked up and calls work, for example create a sample input and run an analysis or start the MCP server (as shown in the package README). If any API calls fail, double-check the corresponding key in the FastMCP interface and re-save.

Notes

  • Keep keys secret: do not commit them to public repos. Rotate keys if they’re accidentally exposed.
  • If you prefer to run locally instead of via FastMCP, copy .env.template → .env and set the same variables there (GEMINI_API_KEY, SERPAPI_API_KEY, PERPLEXITY_API_KEY) as noted in the README.

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